费希尔与内曼-皮尔逊假设检验理论:一种理论还是两种?

The Fisher, Neyman-Pearson Theories of Testing Hypotheses: One Theory or Two?

Journal of the American Statistical Association · 1993
被引 84
ABS 4

中文导读

比较了费希尔和内曼-皮尔逊两种假设检验方法在结果解释、检验功效、条件推断和显著性水平使用上的差异,认为两者在实践上互补而非矛盾,可统一结合各自优点。

Abstract

Abstract The Fisher and Neyman-Pearson approaches to testing statistical hypotheses are compared with respect to their attitudes to the interpretation of the outcome, to power, to conditioning, and to the use of fixed significance levels. It is argued that despite basic philosophical differences, in their main practical aspects the two theories are complementary rather than contradictory and that a unified approach is possible that combines the best features of both. As applications, the controversies about the Behrens-Fisher problem and the comparison of two binomials (2 × 2 tables) are considered from the present point of view.

统计假设检验计量经济学统计学科学哲学数学经济学